The graph represents a network of 17,654 Twitter users whose recent tweets contained "Giuliani", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 19 January 2021 at 21:28 UTC.
The tweets in the network were tweeted over the 19-hour, 36-minute period from Tuesday, 19 January 2021 at 01:08 UTC to Tuesday, 19 January 2021 at 20:45 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 17654
Unique Edges : 21321
Edges With Duplicates : 2442
Total Edges : 23763
Number of Edge Types : 5
Retweet : 14450
Replies to : 2262
MentionsInRetweet : 2752
Tweet : 2057
Mentions : 2242
Self-Loops : 2115
Reciprocated Vertex Pair Ratio : 0.00205128205128205
Reciprocated Edge Ratio : 0.00409416581371546
Connected Components : 2006
Single-Vertex Connected Components : 1193
Maximum Vertices in a Connected Component : 13643
Maximum Edges in a Connected Component : 19716
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.794095
Graph Density : 6.58342989105378E-05
Modularity : 0.806023
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 17,654 Twitter users whose recent tweets contained "Giuliani", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 19 January 2021 at 21:28 UTC.
The tweets in the network were tweeted over the 19-hour, 36-minute period from Tuesday, 19 January 2021 at 01:08 UTC to Tuesday, 19 January 2021 at 20:45 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Giuliani
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[7727] rudy,giuliani [3094] mike,lindell [2871] 2020,election [1827] fox,news [1805] dominion,sent [1805] more,150 [1779] epoch,times [1725] giuliani,mike [1721] oan,fox [1720] sent,preservation Top Word Pairs in Tweet in G1:
[1524] rudy,giuliani [1405] epoch,times [1401] fox,news [1399] dominion,sent [1399] sent,preservation [1399] preservation,notices [1399] notices,more [1399] more,150 [1399] 150,people [1399] destroy,documents Top Word Pairs in Tweet in G2:
[1270] mike,lindell [1198] powell,giuliani [1196] dominion,sends [1196] sends,legal [1196] legal,letter [1196] letter,mike [1196] lindell,latest [1196] latest,series [1196] series,people [1196] people,powell Top Word Pairs in Tweet in G3:
[365] rudy,giuliani [122] giuliani,voted [116] affidavit,ballot [112] voted,affidavit [111] capitol,riot [109] bashed,failed [108] trump,allies [108] allies,stoked [108] stoked,flames [107] flames,ahead Top Word Pairs in Tweet in G4:
[1033] 2020,election [1030] provisional,ballot [1029] giuliani,used [1029] used,provisional [1029] ballot,vote [1029] vote,2020 [1029] election,same [1029] same,method [1029] method,disparaged [1029] disparaged,fighting Top Word Pairs in Tweet in G5:
[827] rudy,giuliani [712] 2020,election [690] voting,method [687] voted,2020 [687] method,publicly [687] publicly,disparaged [686] giuliani,personally [686] personally,voted [686] election,using [685] lawyer,rudy Top Word Pairs in Tweet in G6:
[586] mayor,rudygiuliani [425] giuliani,brilliant [425] legal,mind [424] youngsters,weren [424] weren,around [424] around,80s [424] 80s,know [424] know,mayor [424] rudygiuliani,11 [424] 11,heroism Top Word Pairs in Tweet in G7:
[310] rudy,giuliani [90] remember,time [90] time,rudy [90] giuliani,rubbed [90] rubbed,snot [90] snot,over [90] over,face [90] face,retweet [90] retweet,share [90] share,shame Top Word Pairs in Tweet in G8:
[699] giuliani,accomplice [698] accomplice,witness [60] rudy,giuliani [45] mike,lindell [37] trump,issues [37] issues,pardons [37] pardons,giuliani's [37] giuliani's,visit [37] visit,need [37] need,full Top Word Pairs in Tweet in G9:
[438] rudy,giuliani [322] giuliani,represent [321] represent,trump [321] impeachment,trial [317] breaking,news [317] news,democrats [317] democrats,beg [317] beg,rudy [317] trump,during [317] during,impeachment Top Word Pairs in Tweet in G10:
[363] rudy,giuliani [339] 2020,election [313] voted,2020 [313] voting,method [313] publicly,disparaged [313] bashed,attempts [313] attempts,overthrow [313] overthrow,presidential [313] presidential,election [313] election,results Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: